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Implementation note

Choosing your first AI workflow

A practical way to choose a useful starting point.

Start with a repeated process

Look for work with a clear trigger, recognisable inputs and an observable outcome. Describe what happens today before choosing a tool.

Separate the steps

Some steps need language interpretation; others only need a rule or a connection between systems. Record where people exercise judgement and why.

Establish a baseline

Measure volume, handling time and exceptions over a representative period. Time released is not automatically a cash saving: consider how that capacity will be used.

Choose a bounded pilot

Select a scope that can be evaluated without changing every system at once. Agree what success and an unacceptable result look like before implementation.

Start a conversation

Where could AI make a difference?

Tell us how work happens today. We’ll help you identify a useful next step.

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